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Papers matching “Rademacher complexity” 8

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Generalization error bounds for iterative recovery algorithms unfolded as neural networks
2023 Information and Inference A Journal of the IMA article Engineering Sparse and Compressive Sensing Techniques Open access

Ekkehard Schnoor, Arash Behboodi, Holger Rauhut

6

citations
Compressive Sensing and Neural Networks from a Statistical Learning Perspective
2020 arXiv (Cornell University) preprint Engineering Sparse and Compressive Sensing Techniques Open access

Arash Behboodi, Holger Rauhut, Ekkehard Schnoor

1

citations
Non-Asymptotic Analysis of Projected Gradient Descent for Physics-Informed Neural Networks
2025 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Jonas Nießen

0

citations
A Generalization Bound for a Family of Implicit Networks
2024 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Samy Wu Fung, Benjamin Berkels

0

citations
A generalization bound for a family of implicit networks
2026 Neurocomputing article Computer Science Neural Networks and Applications Open access

Samy Wu Fung, Benjamin Berkels

0

citations
Compressive Sensing and Neural Networks from a Statistical Learning Perspective
2022 Applied and numerical harmonic analysis book-chapter Engineering Sparse and Compressive Sensing Techniques Open access

Arash Behboodi, Holger Rauhut, Ekkehard Schnoor

12

citations
Non-asymptotic Analysis of Projected Gradient Descent for Physics-Informed Neural Networks
2026 SEMA SIMAI Springer series conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

Jonas Nießen, Johannes Müller

2

citations
A Generalization Bound for a Family of Implicit Networks
2025 SSRN Electronic Journal preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Samy Wu Fung, Benjamin Berkels

0

citations

8 results